Learning and Evaluating Bayesian Network Equivalence Classes from Incomplete Data.
Hanen BorchaniNahla Ben AmorFédia KhalfallahPublished in: Int. J. Pattern Recognit. Artif. Intell. (2008)
Keyphrases
- incomplete data
- bayesian network structures
- learning bayesian networks
- bayesian networks
- equivalence classes
- missing values
- structure learning
- bayesian network classifiers
- parameter learning
- learning algorithm
- equivalence class
- missing data
- directed acyclic graph
- machine learning
- hidden variables
- em algorithm
- active learning
- training set
- conditional independence
- graphical models
- probabilistic model
- data analysis